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Why a Living AI Glossary Matters NowArtificial intelligence is reshaping every industry, but its rapid evolution has spawned a parallel explosion of terminology that can leave even seasoned technologists feeling insecure. TechCrunch’s new glossary aims to provide a single, regularly‑updated reference that translates the most common AI buzzwords into plain language.Key Definitions from AGI to RLHFThe article walks readers through a spectrum of concepts, including:Artificial General Intelligence (AGI) – AI that outperforms humans on most economically valuable tasks, as defined by OpenAI and Google DeepMind.AI Agent – An autonomous tool that can perform multi‑step tasks such as expense filing, ticket booking, or code maintenance.API Endpoints – “Buttons” that let software components interact, enabling agents to automate third‑party services.Chain‑of‑Thought Reasoning – A technique that breaks problems into intermediate steps to improve accuracy.Compute – The hardware (GPUs, CPUs, TPUs) that powers AI model training and inference.Deep Learning – Multi‑layered neural networks that learn features directly from data.Diffusion – The process behind many generative AI models that learns to reverse noise‑added data.Distillation – A teacher‑student method for creating smaller, faster models like GPT‑4 Turbo.Fine‑Tuning – Adding task‑specific data to a pre‑trained model to improve performance.GAN – Generative Adversarial Networks that pit a generator against a discriminator to produce realistic outputs.Hallucination – When models generate inaccurate or fabricated information.Inference – Running a trained model to make predictions, often accelerated by specialized hardware.LLM – Large Language Models that power assistants such as ChatGPT, Claude, Gemini, and Llama.Memory Cache (KV Caching) – An optimization that stores intermediate calculations to speed up inference.Open Source vs. Closed Source – The debate over publicly available model code (e.g., Meta’s Llama) versus proprietary systems (e.g., OpenAI’s GPT).Parallelization – Executing many calculations simultaneously, a cornerstone of modern AI hardware.RAMageddon – The current shortage of memory chips driven by AI data‑center demand.Recursive Self‑Improvement (RSI) – Models that can redesign themselves, a potential step toward singularity.Reinforcement Learning from Human Feedback (RLHF) – Training models with reward signals to improve helpfulness and safety.Tokens & Throughput – The basic units of text processing that determine cost and performance.Quantifying the AI Vocabulary ExplosionThe glossary covers more than 30 distinct terms, each accompanied by concise explanations and links to deeper resources. By cataloguing this breadth, the piece highlights how quickly the AI lexicon has expanded within just a few years of mainstream adoption.Implications for Developers, Investors, and the PublicUnderstanding this terminology is no longer optional. For developers, clear definitions accelerate product building and reduce miscommunication when integrating APIs or deploying agents. Investors gain a sharper lens for evaluating startup pitches that hinge on concepts like fine‑tuning or distillation. Meanwhile, the broader public can better assess claims about “AGI” or “hallucinations,” mitigating hype‑driven misinformation.Future of AI Terminology and Industry AdoptionTechCrunch positions the glossary as a “living document,” promising regular updates as new techniques (e.g., emerging diffusion variants or next‑gen RLHF methods) appear. As AI systems become more autonomous and specialized, the vocabulary will continue to evolve, making ongoing education essential for anyone interacting with the technology.

The Rise of AI Psychosis in Corporate Decision MakingBox founder Aaron Levie has identified a troubling trend in corporate America: what he calls "AI psychosis," where executives and decision-makers become so enamored with artificial intelligence that they believe it can replace human jobs without understanding what those roles truly entail. This overenthusiasm for AI is leading to significant workforce reductions and a growing backlash from both employees and users.Workforce Reductions Fueled by AI AmbitionThe consequences of this AI psychosis are already becoming apparent in the tech industry. Productivity software company ClickUp recently cut 22% of its workforce, citing a shift toward AI agents. This move is part of a larger trend where tech layoffs in 2026 are already nearly matching the total number of layoffs seen throughout all of 2025. These cuts suggest that companies are prioritizing AI implementation over human talent, often without fully understanding the implications.User Backlash Against Forced AI IntegrationWhile companies push AI solutions, users are increasingly resisting. DuckDuckGo has seen a surge in installations from users who want Google to stop forcing AI into search results and simply provide traditional links. This user backlash highlights a disconnect between corporate AI strategies and actual consumer preferences, suggesting that not all AI implementations are welcome or beneficial.The Duality of AI AdoptionAs TechCrunch's Equity podcast hosts discuss, both the AI-pilled (those enthusiastically embracing AI) and the AI-skeptical (those questioning its implementation) may have valid points. The challenge lies in finding a balance where AI augments human capabilities rather than replacing them entirely, and where technology serves actual needs rather than being implemented for its own sake.Future of Work in an AI-Driven EconomyAs AI continues to evolve, companies must develop more nuanced approaches to workforce planning and technology implementation. The current trend of replacing human workers with AI agents may prove shortsighted if it leads to decreased product quality, poor user experience, and loss of institutional knowledge. The future likely lies in hybrid models where AI and humans collaborate, each bringing their unique strengths to the workplace.

Eid Celebrations Under Siege in GazaOn May 29, 2026, families in the Gaza Strip attempted to observe Eid al-Fitr despite a month-long blockade, intermittent airstrikes, and crippling shortages of food, water, and electricity. Mosques held brief prayers, while many households prepared modest meals using aid‑supplied staples.Humanitarian Metrics During the Festive PeriodCasualties reported since the start of the conflict: over 12,000 Palestinians killed, including 3,200 children.Displaced persons: approximately 1.4 million Gazans remain in temporary shelters.Food aid deliveries in the past week: 150 metric tons of wheat, rice, and canned goods.Electricity supply: intermittent power for 4 hours per day, down from pre‑conflict levels of 12 hours.Regional and International Reactions to Gaza's Eid ObservanceHumanitarian organizations and several UN agencies condemned the conditions under which Gazans are forced to celebrate. The UNRWA spokesperson called the situation "a stark reminder of the conflict's human cost," urging immediate ceasefire talks. Meanwhile, neighboring Arab states pledged additional aid shipments, though delivery routes remain contested.Implications for Gaza's Socio‑Political LandscapeThe juxtaposition of religious observance with daily hardship has intensified calls for a durable ceasefire. Local leaders report a surge in community solidarity, yet the strain on mental health and social services is escalating. Internationally, the visibility of Eid rituals under duress is shaping diplomatic discourse, pressuring mediators to prioritize civilian protection.Outlook: What Lies Ahead After Eid?Analysts warn that without a swift de‑escalation, the post‑Eid period could see a further deterioration of living conditions. Potential scenarios include:Accelerated aid corridors if diplomatic pressure yields a temporary truce.Escalated hostilities leading to additional infrastructure damage and displacement.Increased diaspora advocacy leveraging the emotional resonance of Eid to mobilize global support.Monitoring the implementation of any ceasefire agreements will be crucial to gauge whether Gaza can transition from survival mode to a path of reconstruction.

Lead: Brazil's turbulent road to the 2026 World CupAfter a historic home defeat to Argentina and a series of losses to regional rivals, Brazil secured qualification despite a political crisis at the CBF and the sacking of Dorival Jr. The appointment of veteran coach Carlo Ancelotti in May 2025 revived hopes for a competitive tournament run.Coaching overhaul and tactical shift under Carlo AncelottiAncelotti, aged 66 (turning 67 just before the tournament), has installed a classic 4‑2‑4 formation, emphasizing attacking width and counter‑attacking pace. Injuries to key defenders Eder Militão, Rodrygo and Estêvão force the midfield to shoulder defensive duties, while the lack of high‑level full‑backs raises concerns given Brazil’s legacy of players like Cafu and Roberto Carlos.Key player roster and injury concernsNeymar – selected in the 26‑man squad but nursing a calf injury that could keep him out of the starting XI or the tournament entirely.Vinícius Júnior – slated to wear the iconic No 10 shirt; his pace and dribbling are central to Brazil’s counter‑attack strategy.Endrick – emerging talent from Lyon with 12 goal contributions in 17 Ligue 1 games; likely to be a decisive impact sub.Gabriel Magalhães – core centre‑back expected to anchor the defence amid a shortage of elite full‑backs.Alisson – veteran goalkeeper whose saves will be crucial given the attacking emphasis.Group C fixture schedule and logistical advantage for Brazilian fansBrazil’s group matches are all staged in the United States, aligning with the estimated 2.8 million Brazilians residing there:13 June – vs Morocco in New York (6 pm local, 11 pm BST)19 June – vs Haiti in Philadelphia (8.30 pm local, 1.30 am BST)24 June – vs Scotland in Miami (6 pm local, 11 pm BST)The proximity of venues to major Brazilian diaspora hubs is expected to generate massive supporter turnouts, potentially influencing match atmosphere.Strategic implications for Brazil's World Cup campaignThe combination of Ancelotti’s attacking philosophy and the squad’s injury constraints forces Brazil to rely on swift transitions and individual brilliance, particularly from Vinícius Júnior and the emerging Endrick. Defensive solidity will hinge on Gabriel Magalhães and the midfield’s ability to cover for absent full‑backs.Outlook: What to watch as Brazil heads to the tournamentKey indicators will be Neymar’s fitness, the effectiveness of the 4‑2‑4 system against varied opposition, and Endrick’s impact off the bench. If Brazil can harness its fan base in North America and mitigate defensive frailties, they remain a strong contender for the title despite a rocky qualification journey.

Record‑Breaking Temperatures Sweep EuropeA high‑pressure “heat dome” has locked over Europe this week, pushing daily maximums far beyond historical norms and sparking the continent’s hottest May on record.Heat Dome Drives Unprecedented May Highs Across the UK and IrelandThe United Kingdom set a new May maximum of 35.1 °C at Kew Gardens on Tuesday, eclipsing the 34.8 °C recorded just a day earlier. The previous record of 32.8 °C (first set in 1922 and matched in 1944) was therefore shattered twice in 48 hours. In Ireland, two stations logged 28.8 °C in Killarney and Clonmel, also breaking national May highs. Night‑time lows were equally extreme, with Camborne, England, falling only to 21.4 °C—a “tropical night” by definition.Temperature Extremes and Fatalities: The Numbers Behind the CrisisFrance recorded 36 °C on Monday and Tuesday, the hottest May days ever recorded there.A French government spokesperson linked seven deaths to the heat, either directly or indirectly.Across Europe, temperatures are running 10‑15 °C above the seasonal average.Projections indicate the continent will stay 5‑10 °C above average for the remainder of the week.In southeastern Australia, the Bureau of Meteorology warned of 40‑70 mm of rain in six‑hour periods, with isolated totals approaching 100 mm. Wind gusts of 65 mph (104 kph) were recorded in Narrabi, NSW.Implications for Public Health and Climate Resilience in EuropeThe combination of record heat and nighttime warmth raises the risk of heat‑related illnesses, especially among vulnerable populations. The French fatalities underscore how even short‑duration spikes can strain health systems. Moreover, the event highlights the growing frequency of extreme weather under climate change, prompting calls for stronger heat‑action plans, urban cooling strategies, and public awareness campaigns.Outlook: Cooling Trends and Ongoing Weather RisksModels suggest that the heat dome will gradually weaken, allowing the UK to see modest cooling early next week. However, the lingering warmth will keep temperatures above seasonal norms for several more days. Meanwhile, Australia remains on high alert for severe thunderstorms, with flash‑flood and hail threats persisting through Friday.

The Leadership Shake-Up at KPMG Australia KPMG's Australian chief, Andrew Yates, will step down immediately, after taking responsibility for the consultancy firm's failure to properly respond to whistleblower allegations around the misuse of client information. The firm's chief executive made the shock announcement on Friday morning, saying: "It is clear that in this case we have let ourselves down and I take accountability." Yates was appointed to the top role at KPMG Australia in 2021 and will be replaced on an interim basis by partner Stan Stavros. The Whistleblower Scandal Senator Deborah O'Neill, who chairs the powerful joint committee on corporations and financial services, first revealed the whistleblower's allegations under parliamentary privilege in a speech to the Senate on 24 March. It was alleged that KPMG improperly used confidential information from its client Lendlease to win audit work with Westpac and Dexus, and that the accounting firm had repeatedly failed to act on the whistleblower's complaint. The Regulatory Response The Australian Securities and Investments Commission (Asic) on Friday morning revealed it was conducting "a preliminary investigation into the allegations about the conduct of a number of the registered company auditors at the firm KPMG". The Asic commissioner Kate O'Rourke told the joint parliamentary committee, which has oversight of the corporate watchdog, that the investigation related to three individuals "rather than the firm itself". The Future of KPMG Australia KPMG said it was continuing to investigate "a matter relating to client documents being inappropriately shared internally". KPMG said it recognised its internal reviews had fallen short. "KPMG Australia confirms its treatment of a whistleblower and investigation into their allegations fell short of the firm's expectations, those of the whistleblower and the broader community," it said in a statement.

The Lead-Up to Ethiopia's Elections Ethiopia will head to the polls on June 1 for its first nationwide elections since the formal end of the Tigray war, a devastating two-year conflict from 2020 to 2022 that concluded with a peace agreement between the Ethiopian federal government and the Tigray People’s Liberation Front (TPLF). Ethiopia at a Glance Ethiopia is a landlocked country in the Horn of Africa, covering an area of 1,104,300sq km (426,400sq miles) and bordered by Eritrea, Sudan, South Sudan, Kenya, Somalia and Djibouti. The country has sustained notable economic growth over the past two decades, with the IMF projecting a 9.2 percent expansion in 2026, the highest on the continent. Yet persistent challenges remain, including high inflation (11.7 percent as of April 2026), foreign exchange shortages, and the costly burden of post-war reconstruction. Ethiopia's Ethnic Groups The East African country is one of the most ethnically diverse countries in the world, with more than 80 distinct groups. The Oromo are the largest, making up about 35 percent of the population, concentrated largely in the south and central regions. The Amhara are the second-largest, about 24 percent, and have historically been the politically dominant group. Other significant groups include the Somali (7 percent), in the east; the Tigrayan (6 percent), concentrated in the northern Tigray region; and the Sidama (4 percent), in the southern highlands. Armed Violence Across the Country Ethiopia has been in near-continuous conflict since 2020, across several fronts: Tigray (2020-22): Ethiopian forces (ENDF) and their allies, including Eritrean forces, fought the Tigray defence forces (TDF). Oromia (2019-present): Conflict between Oromia regional forces, the ENDF, and the Oromo Liberation Army (OLA) has killed thousands of civilians. Amhara (2023-present): Amhara militias fought alongside federal troops in the Tigray war, but that alliance collapsed when the federal government reached a peace deal with the TPLF. According to Armed Conflict Location & Event Data (ACLED), an independent conflict monitor, between January 1, 2022 and May 15, 2026, more than 7,400 attacks have been recorded across the country.

The Film’s Core Concept: Turning Internet Liminality into CinemaThe Guardian review details how *Backrooms* follows architect‑turned‑store‑owner Clark (played by Chiwetel Ejiofor) as he discovers a portal to an endless maze of fluorescent‑lit, drop‑ceiling rooms. The film expands the viral “backrooms” meme—originally a series of YouTube shorts made with Blender and After Effects—into a feature‑length narrative while retaining its minimalist visual language.Production Insight: A 20‑Year‑Old Director’s Low‑Budget MasteryDirector Kane Parsons, the youngest ever to helm an A24 feature, built the original series using free software, demonstrating how low‑cost tools can generate high‑impact horror aesthetics. The movie’s production emphasizes practical set design—repeating office‑style corridors, yellow lighting, and drop ceilings—to evoke the “junkspace” described by architects like Rem Koolhaas.Financial Snapshot: A24’s Continued Investment in Indie HorrorBudget details were not disclosed, but A24’s recent horror slate averages $5‑10 million per film.Box‑office expectations align with the studio’s strategy of modest budgets paired with strong niche appeal.Why It Matters: Architecture as a New Horror FrontierThe film taps into academic concepts such as Mark Augé’s “non‑places” and Juhani Pallasmaa’s idea of architecture as mental space, positioning the built environment itself as the antagonist. By visualising bureaucratic infinity, *Backrooms* expands horror beyond monsters to the sterile, endless corridors of modern capitalism.Looking Ahead: The Future of Liminal‑Space HorrorParsons’ success suggests a growing appetite for horror that interrogates everyday environments. Expect more studios to mine internet subcultures and architectural theory, blending low‑budget VFX with philosophical storytelling to attract both genre fans and critical audiences.

The Rise of Cancoillotte: From Niche Product to Social Media SensationIn the village of Franois, eastern France, a stream of what looks like runny, beige gloop is being potted, packaged and dispatched for delivery as fast as it can be made. The freezer room, normally piled high with pallets of the product, is almost empty. This is cancoillotte - a cheese product that until recently was little known outside the eastern Franche-Comté region - and it's experiencing unprecedented demand.The Health Food Breakthrough: Why Cancoillotte Captured Influencers' AttentionUnlike most cheeses, cancoillotte is low in fat, high in protein, cheap and until recently something of a niche product outside the Franche-Comté, the region flanking France's border with Switzerland. This unique nutritional profile has made it a favorite among health and fitness influencers who want to enjoy cheese without compromising their dietary goals.Julie Morin, director of the Poitrey la Belle Étoile fromagerie near Besançon, and president of the Association for the Promotion of Cancoillotte, said the sudden demand had taken her and the region's 22 cancoillotte producers by surprise. "There's been a slow progression in sales of cancoillotte over the last seven years, but the influencers have produced a big boom, which we didn't expect," said Morin during a tour of the fromagerie established almost 150 years ago.The Economic Impact: Shortages and Production ChallengesThe boom in sales has resulted in what producers call a "rupture" in supplies - an unprecedented shortage of the product. "What with all the new enthusiasm for the cheese and the May bank holidays we couldn't produce as much as usual so we had a bit of a shortfall, but we're making it up," explained Morin. The sudden surge in demand has caught local producers off guard, with many struggling to scale up production quickly enough to meet the new market demand.Content creator Johan Papz, with 1.5 million followers on TikTok, called it "the best day" of his life when he tasted cancoillotte, adding: "My eating has changed forever." Influencer Itscindyoff has made 178 TikTok videos lauding cancoillotte and traveled 500km to the Franche-Comté to buy as many different flavors as possible.Regional Transformation: How Cancoillotte is Changing Franche-Comté's Food LandscapeFrance may be what Charles de Gaulle described as an ungovernable country of 246 kinds of cheese, but only one of them can claim to have won the hearts of fitness fanatics and social media influencers. This sudden popularity is transforming the local food industry in Franche-Comté, where cancoillotte has been produced for centuries.The cheese even has its own eating competition. Last year's winner, Maximilien Reverchon, put away 1.75kg at Larians-et-Munans in the Franche-Comté without the help of bread or biscuits. Such cultural recognition, combined with the social media buzz, is elevating cancoillotte from a regional specialty to a national phenomenon.The Future of Cancoillotte: Sustaining the MomentumUntil now, cancoillotte has been a product that was difficult to advertise. So we are surprised and happy it's become something of a craze and hoping it will last," said Morin. Local producers are now exploring ways to capitalize on this unexpected popularity while maintaining the traditional methods that give the cheese its unique character.Nicknamed "the glue" by some local people because of its sticky consistency, the history of cancoillotte is said to date from the middle ages in the Jura mountains. It went into production around the first world war when it became popular with soldiers on the frontline. This rich heritage, combined with its modern health credentials, positions cancoillotte for potential long-term success beyond its current social media moment.